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cs.HC2025
Human-AI Narrative Synthesis to Foster Shared Understanding in Civic Decision-Making
Cassandra Overney, Hang Jiang, Urooj Haider +6
Community engagement processes in representative political contexts, like school districts, generate massive volumes of feedback that overwhelm traditional synthesis methods, creat…
cs.HC2025
Voice to Vision: Enhancing Civic Decision-Making through Co-Designed Data Infrastructure
Maggie Hughes, Cassandra Overney, Ashima Kamra +4
Trust and transparency in civic decision-making processes, like neighborhood planning, are eroding as community members frequently report sending feedback "into a void" without und…
cs.HC2025
Designing for Constructive Civic Communication: A Framework for Human-AI Collaboration in Community Engagement Processes
Cassandra Overney
Community engagement processes form a critical foundation of democratic governance, yet frequently struggle with resource constraints, sensemaking challenges, and barriers to inclu…